Agentic AI implementation · New Zealand & Australia
Agentic AI implementation that people actually use
We design and build practical AI agents and automated workflows inside the tools you already use, including Microsoft 365 Copilot, ChatGPT and Claude. Human approval stays where it matters, and Prosci®-based change management makes sure your team adopts what we build.
Prosci® Certified · Vendor-neutral · Human oversight by design
Good first candidates
Start with one real bottleneck, not technology for its own sake.
- Reporting and research Weekly reports, briefings, market scans
- Customer and member responses Drafted replies, routed for approval
- Document handling Tenders, proposals, contracts, file notes
- Multi-step workflows Gather, draft, update, route, escalate
What we implement
AI assistants that follow your process, not just answer questions
Most AI tools answer questions. The solutions we implement can follow an agreed process: gathering information, preparing a draft, updating a system, routing work to the right person and escalating exceptions for human approval.
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Role-based AI assistants
Assistants for specific teams and roles, such as finance, project, HR or customer service, set up with your templates, tone and rules.
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Automated workflows
Multi-step workflows across your existing tools, including Microsoft 365 Copilot, ChatGPT and Claude.
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Faster reporting and research
First drafts of reports, briefings and research summaries in minutes, ready for your people to check and finish.
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Customer response and documents
Drafted customer replies, proposals, tenders and file notes, built from your approved content and sent only after review.
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Human approval points
Clear points where a person reviews, approves or stops the work, so your team stays accountable for important decisions.
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Training, handover and improvement
Role-based training, clear documentation and a follow-up review, so the solution keeps improving after go-live.
How we work
A practical path from idea to working solution
We begin with a real business bottleneck, identify where time is being lost, build a focused first version and refine it with your team. You stay in control throughout.
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Discover
Find the bottleneck worth fixing and measure how it works today.
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Design
Map the workflow, the data it needs and where people must approve.
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Build
Create a focused first version in your approved tools and test it with real work.
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Deploy
Roll it out with role-based training, so people know when and how to use it.
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Improve
Review results against the baseline, fix gaps and decide what to scale next.
What is agentic AI?
AI that plans, decides and acts, within limits you set
Agentic AI refers to systems that can plan, decide and act to achieve a goal, rather than simply responding to a prompt. For businesses, that means AI that can own an outcome, not just assist with a task.
You don’t need to understand the technology. Our job is to make sure it solves a worthwhile business problem, safely.
Unlike traditional automation or chat tools, agentic systems:
- Work across multiple steps and tools
- Adapt based on context and feedback
- Operate with defined autonomy and safeguards
Automation vs agentic AI
Choosing the right approach
Many organisations start with automation and move to agentic AI as their needs mature. We’ll recommend the simplest option that does the job.
AI automation
A good fit when:
- Tasks are repeatable and rule-based
- Processes are well defined
- Consistency and speed matter most
Agentic AI
A better fit when:
- Work involves judgement or prioritisation
- Decisions span multiple systems
- Outcomes matter more than individual tasks
Safe, governed and adopted
Strategy sets the direction. People make AI work.
An agent nobody trusts or uses is wasted spend. Every implementation includes the governance and change work that turns a working solution into everyday practice.
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Human oversight
Approval points, access controls and escalation rules, so people stay accountable for important and customer-facing decisions.
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Governance built in
Aligned to your AI policy and data rules. Need a policy first? See our AI governance support.
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Change management
Prosci®-based AI change management and role-based training, so people know when to use it and how to check it.
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Alongside your IT team
We focus on the business process, adoption and governance, and work with your IT team or technology partner on deeper integration and security.
FAQs
AI implementation questions
What kinds of AI solutions can you implement?
We implement role-based AI assistants and automated multi-step workflows in tools such as Microsoft 365 Copilot, ChatGPT and Claude. Typical examples are reporting and research, customer and member responses, document handling, and workflows that gather information, prepare drafts and route work for human approval.
Will AI make decisions without our team’s approval?
Not where it matters. We design clear approval points, access controls and escalation rules so your people remain accountable for important decisions and customer-facing actions.
Do we need new software or technical expertise?
Usually not. We start with your existing systems and identify the simplest, most commercially worthwhile solution. We manage the technical work and provide a clear handover for your team.
Do you work with our IT team or technology partner?
Yes. We focus on the business process, adoption and governance, and work alongside your IT team or technology partner on deeper system integration, security and support.
How much does an AI implementation cost?
Pricing is on application, in AUD or NZD, and depends on the scope and complexity of the workflow. After a free 30-minute consultation we’ll recommend a focused first version and send a clear, fixed quote.
Have a bottleneck in mind?
Tell us which process is slowing your team down. In a free 30-minute consultation we’ll tell you honestly whether automation, agentic AI or neither is the right fit, with no obligation and no sales pitch. Prefer email? hello@matrixconsulting.ai